Evaluating and enhancing the performance of large language models in thyroid eye disease through customization and Chain-of-Thought strategies

Chaoyu Lei, Chen Zhao, Kaiyuan Ji, Chenyu Cao, Hao Chen, Dingwei Wei, Siyuan Zhang, Songtao Guo, Runchuan Li, Sisi Zhong, Xuefei Song, Guangtao Zhai, MengIeong Hoi, Zhedong Zheng, Haixia Guan, Huifang Zhou

Open source

DOI
10.1038/s41598-026-48996-0
Published
2026-04-18
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-48996-0,
  title = {Evaluating and enhancing the performance of large language models in thyroid eye disease through customization and Chain-of-Thought strategies},
  author = {Chaoyu Lei and Chen Zhao and Kaiyuan Ji and Chenyu Cao and Hao Chen and Dingwei Wei and Siyuan Zhang and Songtao Guo and Runchuan Li and Sisi Zhong and Xuefei Song and Guangtao Zhai and MengIeong Hoi and Zhedong Zheng and Haixia Guan and Huifang Zhou},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-48996-0},
  url = {https://doi.org/10.1038/s41598-026-48996-0}
}

RIS

TY  - JOUR
TI  - Evaluating and enhancing the performance of large language models in thyroid eye disease through customization and Chain-of-Thought strategies
AU  - Chaoyu Lei
AU  - Chen Zhao
AU  - Kaiyuan Ji
AU  - Chenyu Cao
AU  - Hao Chen
AU  - Dingwei Wei
AU  - Siyuan Zhang
AU  - Songtao Guo
AU  - Runchuan Li
AU  - Sisi Zhong
AU  - Xuefei Song
AU  - Guangtao Zhai
AU  - MengIeong Hoi
AU  - Zhedong Zheng
AU  - Haixia Guan
AU  - Huifang Zhou
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-48996-0
UR  - https://doi.org/10.1038/s41598-026-48996-0
ER  - 

APA

Lei, C., Zhao, C., Ji, K., Cao, C., Chen, H., Wei, D., Zhang, S., Guo, S., Li, R., Zhong, S., Song, X., Zhai, G., Hoi, M., Zheng, Z., Guan, H., & Zhou, H. (2026). Evaluating and enhancing the performance of large language models in thyroid eye disease through customization and Chain-of-Thought strategies. Scientific Reports. https://doi.org/10.1038/s41598-026-48996-0

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